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Social Graph Analytics with R-Shiny

A Rshiny App with the Graph Analytics on opensource datasets. The app was initially developed as a project for a University Course: Analysis of Large Scale Social Networks, KU LEUVEN, 2018. The app will be further extended with other interesting features.

The app consist of 4 modules:

  • Graph Stats & Pruning
  • Graph Visualizations
  • Paths
  • Community Detection

Installation

The following R packages need to be installed:

install.packages(shiny)
install.packages(igraph)
install.packages(visNetwork)
install.packages(dplyr)
install.packages(DT)
install.packages(plotly)

Running

Option 1:

  • open app.r in Rstudio
  • push "run" button
  • the App will launch in a new window

Option 2:

  • Deploy the App to a Rshiny Server
  • The app can run on website

In the Pipeline for Future Development

To be added:

  • [General] Improve layout of the App
  • [General] Introduce a module development of the App
  • [Graph Data] New module to upload datasets, prune data, ...
  • [Graph Stats] Add power of Law
  • [Community Detection] Find important nodes in communities
  • [Community Detection] Find important nodes that link different communities
  • [Community Detection] Add brokage information about the role of nodes in a community